{
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     "text": [
      "Building prefix dict from the default dictionary ...\n"
     ]
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     "text": [
      "open source file: 2000_neg.txt\n",
      "open target file: 2000_neg_cut.txt\n",
      "---processing  1  article---\n"
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     "text": [
      "Dumping model to file cache C:\\Users\\zhoua\\AppData\\Local\\Temp\\jieba.cache\n",
      "Loading model cost 1.414 seconds.\n",
      "Prefix dict has been built successfully.\n"
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      "well done.\n"
     ]
    }
   ],
   "source": [
    "#!/usr/bin/env python\n",
    "# -*- coding: utf-8  -*-\n",
    "#逐行读取文件数据进行jieba分词\n",
    "import jieba\n",
    "import jieba.analyse\n",
    "import codecs,sys,string,re\n",
    "# 文本分词\n",
    "def prepareData(sourceFile,targetFile):\n",
    "    f = open(sourceFile, 'r', encoding='utf-8')\n",
    "    target = open(targetFile, 'w', encoding='utf-8')\n",
    "    print( 'open source file: '+ sourceFile)\n",
    "    print ('open target file: '+ targetFile)\n",
    "\n",
    "    lineNum = 1\n",
    "    line = f.readline()\n",
    "    while line:\n",
    "        print( '---processing ',lineNum,' article---')\n",
    "        line = clearTxt(line)\n",
    "        seg_line = sent2word(line)\n",
    "        target.writelines(seg_line + '\\n')       \n",
    "        lineNum = lineNum + 1\n",
    "        line = f.readline()\n",
    "    print ('well done.')\n",
    "    f.close()\n",
    "    target.close()\n",
    "\n",
    "# 清洗文本\n",
    "def clearTxt(line):\n",
    "    #1if line != '': \n",
    "      #  line = line.strip()\n",
    "       # intab = ''\n",
    "        #outtab = ''\n",
    "        #trantab = bytes.maketrans(intab, outtab)\n",
    "        #pun_num = string.punctuation + string.digits\n",
    "        #line = line.encode(\"utf-8\")\n",
    "        #line = line.translate(trantab,pun_num)\n",
    "        #line = line.decode(\"utf-8\")\n",
    "        #去除文本中的英文和数字\n",
    "        #line = re.sub(\"[a-zA-Z0-9]\",\"\",line)\n",
    "        #去除文本中的中文符号和英文符号\n",
    "        #line = re.sub(\"[\\s+\\.\\!\\/_,$%^*(+\\\"\\'；：“”．]+|[+——！，。？?、~@#￥%……&*（）]+\".decode(\"utf8\"), \"\",line) \n",
    "        if line != '':\n",
    "          line = line.strip()\n",
    "          pun_num = string.punctuation + string.digits\n",
    "          intab = pun_num\n",
    "          outtab = \" \"*len(pun_num)\n",
    "        # 去除所有标点和数字\n",
    "          trantab = str.maketrans(intab, outtab)\n",
    "          line = line.translate(trantab)\n",
    "          # 去除文本中的英文和数字\n",
    "          line = re.sub(\"[a-zA-Z0-9]\", \"\", line)\n",
    "    # 去除文本中的中文符号和英文符号\n",
    "          line = re.sub(\"[\\s+\\.\\!\\/_,$%^*(+\\\"\\'；：“”．]+|[+——！=＝°【】，÷。？?、~@#￥%……&*（）]+\", \"\", line)\n",
    "        return line\n",
    "\n",
    "#文本切割\n",
    "def sent2word(line):\n",
    "    segList = jieba.cut(line,cut_all=False)    \n",
    "    segSentence = ''\n",
    "    for word in segList:\n",
    "        if word != '\\t':\n",
    "            segSentence += word + \" \"\n",
    "    return segSentence.strip()\n",
    "\n",
    "if __name__ == '__main__':   \n",
    "    sourceFile = '2000_neg.txt'\n",
    "    targetFile = '2000_neg_cut.txt'\n",
    "    prepareData(sourceFile,targetFile)\n",
    "    \n",
    "    sourceFile = '2000_pos.txt'\n",
    "    targetFile = '2000_pos_cut.txt'\n",
    "    prepareData(sourceFile,targetFile)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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